R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

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Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
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Type 'q()' to quit R.

> z <- c(2756.76,2849.27,2921.44,2981.85,3080.58,3106.22,3119.31,3061.26,3097.31,3161.69,3257.16,3277.01,3295.32,3363.99,3494.17,3667.03,3813.06,3917.96,3895.51,3801.06,3570.12,3701.61,3862.27,3970.1,4138.52,4199.75,4290.89,4443.91,4502.64,4356.98,4591.27,4696.96,4621.4,4562.84,4202.52,4296.49,4435.23,4105.18,4116.68,3844.49,3720.98,3674.4,3857.62,3801.06,3504.37,3032.6,3047.03,2962.34,2197.82,2014.45,1862.83,1905.41,1810.99,1670.07,1864.44,2052.02,2029.6,2070.83,2293.41,2443.27)
> y <- c(2.05,2.11,2.09,2.05,2.08,2.06,2.06,2.08,2.07,2.06,2.07,2.06,2.09,2.07,2.09,2.28,2.33,2.35,2.52,2.63,2.58,2.70,2.81,2.97,3.04,3.28,3.33,3.50,3.56,3.57,3.69,3.82,3.79,3.96,4.06,4.05,4.03,3.94,4.02,3.88,4.02,4.03,4.09,3.99,4.01,4.01,4.19,4.30,4.27,3.82,3.15,2.49,1.81,1.26,1.06,0.84,0.78,0.70,0.36,0.35)
> x <- c(1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.25,1.25,1.25,1.50,1.50,1.50,1.75,1.75,2.00,2.00,2.25,2.25,2.50,2.50,2.50,2.75,2.75,2.75,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.25,3.25,3.25,3.25,2.75,2.00,1.00,1.00,0.50,0.25,0.25,0.25,0.25,0.25)
> par7 = 'BEL20'
> par6 = 'Central bank interest rates'
> par5 = 'Money market interest rates'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/189gb1257333010.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/29nvn1257333010.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/3jsjm1257333010.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/4vuub1257333010.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/5sr101257333010.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,y)
> (r<-lm(y ~ x))

Call:
lm(formula = y ~ x)

Coefficients:
(Intercept)            x  
     0.7864       1.0774  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6fbll1257333010.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z))
> op
$xords
 [1] -0.06738286  0.03026542  0.12791370  0.22556198  0.32321026  0.42085854
 [7]  0.51850682  0.61615510  0.71380338  0.81145166  0.90909994  1.00674822
[13]  1.10439650  1.20204478  1.29969306  1.39734134  1.49498962  1.59263790
[19]  1.69028618  1.78793446  1.88558274  1.98323102  2.08087930  2.17852758
[25]  2.27617586  2.37382414  2.47147242  2.56912070  2.66676898  2.76441726
[31]  2.86206554  2.95971382  3.05736210  3.15501038  3.25265866  3.35030694
[37]  3.44795522  3.54560350  3.64325178  3.74090006  3.83854834  3.93619662
[43]  4.03384490  4.13149318  4.22914146  4.32678974  4.42443802  4.52208630
[49]  4.61973458  4.71738286

$yords
 [1] 1206.365 1287.065 1367.765 1448.465 1529.165 1609.865 1690.565 1771.265
 [9] 1851.965 1932.665 2013.365 2094.065 2174.765 2255.465 2336.165 2416.865
[17] 2497.565 2578.265 2658.965 2739.665 2820.365 2901.065 2981.765 3062.465
[25] 3143.165 3223.865 3304.565 3385.265 3465.965 3546.665 3627.365 3708.065
[33] 3788.765 3869.465 3950.165 4030.865 4111.565 4192.265 4272.965 4353.665
[41] 4434.365 4515.065 4595.765 4676.465 4757.165 4837.865 4918.565 4999.265
[49] 5079.965 5160.665

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.109865e-04 1.696363e-04 2.509311e-04 3.699307e-04 5.540023e-04
 [2,] 1.981140e-04 3.081113e-04 4.480676e-04 6.220787e-04 8.489438e-04
 [3,] 3.142406e-04 5.097935e-04 7.634197e-04 1.061923e-03 1.393828e-03
 [4,] 4.416046e-04 7.456017e-04 1.166922e-03 1.685369e-03 2.251442e-03
 [5,] 5.664213e-04 9.725032e-04 1.575299e-03 2.375898e-03 3.311541e-03
 [6,] 6.993207e-04 1.175564e-03 1.915027e-03 2.966855e-03 4.304319e-03
 [7,] 8.766873e-04 1.392513e-03 2.194167e-03 3.377925e-03 4.987576e-03
 [8,] 1.136953e-03 1.689662e-03 2.502868e-03 3.688304e-03 5.346605e-03
 [9,] 1.485623e-03 2.106583e-03 2.935038e-03 4.059761e-03 5.588946e-03
[10,] 1.864696e-03 2.605843e-03 3.500248e-03 4.587550e-03 5.938215e-03
[11,] 2.151060e-03 3.053249e-03 4.080508e-03 5.207891e-03 6.441799e-03
[12,] 2.217948e-03 3.264922e-03 4.457392e-03 5.704521e-03 6.933198e-03
[13,] 2.038032e-03 3.135446e-03 4.439002e-03 5.820030e-03 7.131541e-03
[14,] 1.721574e-03 2.747001e-03 4.031873e-03 5.456691e-03 6.842181e-03
[15,] 1.423088e-03 2.313420e-03 3.469910e-03 4.806371e-03 6.159989e-03
[16,] 1.209324e-03 1.987969e-03 3.009764e-03 4.206727e-03 5.440961e-03
[17,] 1.036243e-03 1.749512e-03 2.700066e-03 3.820164e-03 4.971963e-03
[18,] 8.436716e-04 1.490099e-03 2.395534e-03 3.506642e-03 4.681997e-03
[19,] 6.402309e-04 1.176772e-03 1.982755e-03 3.047916e-03 4.264111e-03
[20,] 4.891795e-04 8.947191e-04 1.534236e-03 2.441447e-03 3.574258e-03
[21,] 4.337446e-04 7.484441e-04 1.230265e-03 1.921613e-03 2.829965e-03
[22,] 4.511615e-04 7.508186e-04 1.168137e-03 1.716365e-03 2.398453e-03
[23,] 4.739649e-04 8.102768e-04 1.266074e-03 1.820657e-03 2.432336e-03
[24,] 4.492985e-04 8.135084e-04 1.338248e-03 1.999731e-03 2.721932e-03
[25,] 3.812678e-04 7.212104e-04 1.256422e-03 1.996305e-03 2.879501e-03
[26,] 3.234404e-04 5.957290e-04 1.053655e-03 1.747806e-03 2.672633e-03
[27,] 3.325219e-04 5.447665e-04 8.892521e-04 1.430310e-03 2.214282e-03
[28,] 4.209366e-04 6.323287e-04 9.154101e-04 1.307113e-03 1.859733e-03
[29,] 5.415362e-04 8.230993e-04 1.153184e-03 1.516341e-03 1.916917e-03
[30,] 6.168602e-04 9.989253e-04 1.464238e-03 1.954658e-03 2.402200e-03
[31,] 5.955646e-04 1.041535e-03 1.642285e-03 2.337211e-03 3.010460e-03
[32,] 4.907499e-04 9.218831e-04 1.566382e-03 2.403248e-03 3.327402e-03
[33,] 3.645325e-04 7.174181e-04 1.291345e-03 2.115752e-03 3.143833e-03
[34,] 2.748194e-04 5.408697e-04 9.902818e-04 1.677417e-03 2.612754e-03
[35,] 2.358931e-04 4.514650e-04 8.062724e-04 1.346170e-03 2.098724e-03
[36,] 2.230163e-04 4.280753e-04 7.548944e-04 1.230403e-03 1.864217e-03
[37,] 2.051094e-04 4.120762e-04 7.509648e-04 1.245638e-03 1.889069e-03
[38,] 1.701847e-04 3.648751e-04 7.063388e-04 1.235888e-03 1.957783e-03
[39,] 1.257763e-04 2.884371e-04 5.970293e-04 1.115459e-03 1.881669e-03
[40,] 8.429966e-05 2.059098e-04 4.543631e-04 9.056079e-04 1.630178e-03
[41,] 5.226603e-05 1.355599e-04 3.177046e-04 6.728658e-04 1.287814e-03
[42,] 2.998623e-05 8.277096e-05 2.062372e-04 4.640167e-04 9.429856e-04
[43,] 1.556874e-05 4.603479e-05 1.226662e-04 2.946724e-04 6.384154e-04
[44,] 7.092285e-06 2.262241e-05 6.493074e-05 1.677455e-04 3.901972e-04
[45,] 2.761752e-06 9.552558e-06 2.970149e-05 8.303112e-05 2.087376e-04
[46,] 9.036212e-07 3.400099e-06 1.149390e-05 3.491069e-05 9.528349e-05
[47,] 2.459784e-07 1.008651e-06 3.714664e-06 1.228727e-05 3.650715e-05
[48,] 5.541333e-08 2.478568e-07 9.955239e-07 3.590689e-06 1.163040e-05
[49,] 1.030266e-08 5.029041e-08 2.204191e-07 8.674549e-07 3.065394e-06
[50,] 1.578700e-09 8.411792e-09 4.024278e-08 1.728621e-07 6.666974e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.392181e-04 1.254865e-03 1.798631e-03 2.414909e-03 0.0029934262
 [2,] 1.170273e-03 1.644132e-03 2.316681e-03 3.178810e-03 0.0041318867
 [3,] 1.771810e-03 2.249936e-03 2.914243e-03 3.835615e-03 0.0050006373
 [4,] 2.811995e-03 3.354273e-03 3.939692e-03 4.691213e-03 0.0057205088
 [5,] 4.260140e-03 5.090086e-03 5.739691e-03 6.275685e-03 0.0068754471
 [6,] 5.788072e-03 7.182070e-03 8.242044e-03 8.843714e-03 0.0090698922
 [7,] 6.943534e-03 8.998611e-03 1.077636e-02 1.191038e-02 0.0122261205
 [8,] 7.495674e-03 9.983857e-03 1.244798e-02 1.438330e-02 0.0153345139
 [9,] 7.605958e-03 1.008725e-02 1.281177e-02 1.533204e-02 0.0170756724
[10,] 7.637545e-03 9.737458e-03 1.217554e-02 1.469435e-02 0.0168310591
[11,] 7.823916e-03 9.411410e-03 1.122965e-02 1.320216e-02 0.0150886641
[12,] 8.116411e-03 9.275265e-03 1.045396e-02 1.167469e-02 0.0128822119
[13,] 8.262832e-03 9.173469e-03 9.889354e-03 1.046889e-02 0.0109578585
[14,] 8.008704e-03 8.840650e-03 9.317850e-03 9.499697e-03 0.0094797308
[15,] 7.331928e-03 8.155264e-03 8.554694e-03 8.563152e-03 0.0082895623
[16,] 6.530685e-03 7.304204e-03 7.661017e-03 7.608384e-03 0.0072521676
[17,] 5.976344e-03 6.666439e-03 6.945612e-03 6.824610e-03 0.0064202795
[18,] 5.719022e-03 6.419388e-03 6.665255e-03 6.469516e-03 0.0059774590
[19,] 5.426855e-03 6.292268e-03 6.672909e-03 6.525502e-03 0.0059842409
[20,] 4.784369e-03 5.835062e-03 6.479889e-03 6.573712e-03 0.0061582815
[21,] 3.889864e-03 4.942594e-03 5.764317e-03 6.150139e-03 0.0060208898
[22,] 3.191623e-03 4.024616e-03 4.766806e-03 5.254426e-03 0.0053602931
[23,] 3.051024e-03 3.626847e-03 4.106278e-03 4.424025e-03 0.0045120408
[24,] 3.393695e-03 3.907800e-03 4.198681e-03 4.254445e-03 0.0041007549
[25,] 3.766596e-03 4.475905e-03 4.852762e-03 4.833831e-03 0.0044660909
[26,] 3.728092e-03 4.718636e-03 5.409489e-03 5.621916e-03 0.0053138574
[27,] 3.220969e-03 4.323798e-03 5.296733e-03 5.886050e-03 0.0059193180
[28,] 2.611731e-03 3.538493e-03 4.513445e-03 5.319286e-03 0.0057238883
[29,] 2.385882e-03 2.958524e-03 3.626981e-03 4.299792e-03 0.0048088034
[30,] 2.765395e-03 3.053399e-03 3.313016e-03 3.580233e-03 0.0038308538
[31,] 3.529475e-03 3.805146e-03 3.835685e-03 3.699843e-03 0.0035001308
[32,] 4.159932e-03 4.707388e-03 4.846681e-03 4.584229e-03 0.0040473834
[33,] 4.226318e-03 5.133694e-03 5.635258e-03 5.600978e-03 0.0050646634
[34,] 3.721206e-03 4.823823e-03 5.672391e-03 6.038840e-03 0.0058181566
[35,] 3.043288e-03 4.081658e-03 5.033085e-03 5.675473e-03 0.0058285481
[36,] 2.636889e-03 3.488003e-03 4.309050e-03 4.952587e-03 0.0052685389
[37,] 2.633804e-03 3.396665e-03 4.075723e-03 4.570953e-03 0.0048025857
[38,] 2.814822e-03 3.686166e-03 4.417810e-03 4.875105e-03 0.0049897134
[39,] 2.867676e-03 3.952745e-03 4.936953e-03 5.604165e-03 0.0058093250
[40,] 2.650148e-03 3.891348e-03 5.163129e-03 6.196461e-03 0.0067406910
[41,] 2.227349e-03 3.481175e-03 4.916914e-03 6.277976e-03 0.0072526768
[42,] 1.731366e-03 2.872610e-03 4.307824e-03 5.840616e-03 0.0071637501
[43,] 1.247929e-03 2.201770e-03 3.507727e-03 5.048358e-03 0.0065678600
[44,] 8.175311e-04 1.543401e-03 2.626575e-03 4.031309e-03 0.0055836153
[45,] 4.720206e-04 9.603723e-04 1.758613e-03 2.899413e-03 0.0043058587
[46,] 2.337248e-04 5.153357e-04 1.021539e-03 1.820943e-03 0.0029197062
[47,] 9.743568e-05 2.336224e-04 5.032827e-04 9.742369e-04 0.0016948899
[48,] 3.383123e-05 8.838282e-05 2.073806e-04 4.370657e-04 0.0008274470
[49,] 9.726911e-06 2.771556e-05 7.091598e-05 1.629486e-04 0.0003362498
[50,] 2.308756e-06 7.178829e-06 2.004292e-05 5.024671e-05 0.0001131104
             [,11]        [,12]        [,13]        [,14]       [,15]
 [1,] 0.0033980000 0.0035172229 0.0033120463 0.0028334430 0.002199979
 [2,] 0.0049916319 0.0055422933 0.0056215284 0.0051918737 0.004357997
 [3,] 0.0062621689 0.0073531108 0.0079745753 0.0079207164 0.007172394
 [4,] 0.0070254825 0.0084235347 0.0095787317 0.0101274499 0.009840906
 [5,] 0.0077198780 0.0088503259 0.0100830053 0.0110502914 0.011359965
 [6,] 0.0091809160 0.0094634662 0.0100421669 0.0107757721 0.011311090
 [7,] 0.0118501211 0.0111566556 0.0105653880 0.0103102042 0.010323070
 [8,] 0.0151196035 0.0139427359 0.0123045121 0.0107514222 0.009616759
 [9,] 0.0175714783 0.0166869001 0.0147203811 0.0122715262 0.009961220
[10,] 0.0180377798 0.0179114578 0.0164095879 0.0139044778 0.011025211
[11,] 0.0164905342 0.0169690224 0.0162454877 0.0143686401 0.011728848
[12,] 0.0139019729 0.0144534595 0.0142473776 0.0131353458 0.011220602
[13,] 0.0113470131 0.0115465743 0.0114004010 0.0107540214 0.009551648
[14,] 0.0093388979 0.0091132356 0.0087806254 0.0082731570 0.007519464
[15,] 0.0078637644 0.0073906749 0.0069271937 0.0064783862 0.006008778
[16,] 0.0067487156 0.0062473960 0.0058515133 0.0056046430 0.005493325
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[14,] 3.931500e-06 1.566874e-06 5.683685e-07 1.872770e-07 5.597297e-08
[15,] 8.448866e-06 3.506273e-06 1.347786e-06 4.786661e-07 1.566814e-07
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[17,] 1.675731e-04 8.058451e-05 3.626037e-05 1.522190e-05 5.940277e-06
[18,] 6.360607e-04 3.313851e-04 1.619495e-04 7.397206e-05 3.144603e-05
[19,] 2.012420e-03 1.134353e-03 6.014045e-04 2.985917e-04 1.381491e-04
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[21,] 1.168718e-02 7.671094e-03 4.765568e-03 2.785336e-03 1.521717e-03
[22,] 2.157916e-02 1.523541e-02 1.021672e-02 6.463260e-03 3.829129e-03
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[44,] 1.694457e-02 1.425936e-02 1.131974e-02 8.363068e-03 5.693100e-03
[45,] 1.306797e-02 1.095969e-02 8.841317e-03 6.755750e-03 4.824464e-03
[46,] 9.660295e-03 7.962582e-03 6.395863e-03 4.947567e-03 3.636146e-03
[47,] 6.748597e-03 5.482795e-03 4.348780e-03 3.352128e-03 2.488352e-03
[48,] 4.331915e-03 3.518397e-03 2.771922e-03 2.121041e-03 1.572068e-03
[49,] 2.486044e-03 2.050777e-03 1.626915e-03 1.245300e-03 9.212711e-04
[50,] 1.251392e-03 1.060721e-03 8.591277e-04 6.663044e-04 4.962542e-04

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(y,z)
> (r<-lm(z ~ y))

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
     2062.6        469.1  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7jvew1257333010.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,z, xgridsize=par1, ygridsize=par2, correlation=cor(x,z), xbandwidth=dpik(x), ybandwidth=dpik(z))
> op
$xords
 [1] -0.13667423 -0.05966712  0.01734000  0.09434711  0.17135422  0.24836133
 [7]  0.32536844  0.40237555  0.47938266  0.55638977  0.63339689  0.71040400
[13]  0.78741111  0.86441822  0.94142533  1.01843244  1.09543955  1.17244667
[19]  1.24945378  1.32646089  1.40346800  1.48047511  1.55748222  1.63448933
[25]  1.71149644  1.78850356  1.86551067  1.94251778  2.01952489  2.09653200
[31]  2.17353911  2.25054622  2.32755333  2.40456045  2.48156756  2.55857467
[37]  2.63558178  2.71258889  2.78959600  2.86660311  2.94361023  3.02061734
[43]  3.09762445  3.17463156  3.25163867  3.32864578  3.40565289  3.48266000
[49]  3.55966712  3.63667423

$yords
 [1] 1206.365 1287.065 1367.765 1448.465 1529.165 1609.865 1690.565 1771.265
 [9] 1851.965 1932.665 2013.365 2094.065 2174.765 2255.465 2336.165 2416.865
[17] 2497.565 2578.265 2658.965 2739.665 2820.365 2901.065 2981.765 3062.465
[25] 3143.165 3223.865 3304.565 3385.265 3465.965 3546.665 3627.365 3708.065
[33] 3788.765 3869.465 3950.165 4030.865 4111.565 4192.265 4272.965 4353.665
[41] 4434.365 4515.065 4595.765 4676.465 4757.165 4837.865 4918.565 4999.265
[49] 5079.965 5160.665

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.895310e-04 1.032182e-03 1.697016e-03 2.609899e-03 3.743943e-03
 [2,] 6.913879e-04 1.222049e-03 2.041574e-03 3.210704e-03 4.735139e-03
 [3,] 7.689642e-04 1.360739e-03 2.288124e-03 3.645238e-03 5.481176e-03
 [4,] 8.195931e-04 1.442699e-03 2.421755e-03 3.871165e-03 5.877370e-03
 [5,] 8.479636e-04 1.473886e-03 2.452181e-03 3.900015e-03 5.920920e-03
 [6,] 8.735711e-04 1.477081e-03 2.410530e-03 3.781276e-03 5.688425e-03
 [7,] 9.371976e-04 1.502893e-03 2.358257e-03 3.596184e-03 5.300589e-03
 [8,] 1.093818e-03 1.630496e-03 2.396960e-03 3.468548e-03 4.913799e-03
 [9,] 1.384818e-03 1.939839e-03 2.649806e-03 3.561694e-03 4.726771e-03
[10,] 1.799874e-03 2.457353e-03 3.199223e-03 4.023474e-03 4.948085e-03
[11,] 2.255074e-03 3.106850e-03 4.007367e-03 4.885013e-03 5.694965e-03
[12,] 2.611996e-03 3.709039e-03 4.879656e-03 5.978436e-03 6.871256e-03
[13,] 2.737278e-03 4.048530e-03 5.519580e-03 6.954275e-03 8.127567e-03
[14,] 2.569994e-03 3.978003e-03 5.662493e-03 7.421997e-03 8.974318e-03
[15,] 2.152977e-03 3.494631e-03 5.210824e-03 7.142795e-03 9.009462e-03
[16,] 1.607940e-03 2.738233e-03 4.282086e-03 6.151814e-03 8.123468e-03
[17,] 1.074197e-03 1.916298e-03 3.141037e-03 4.730537e-03 6.547031e-03
[18,] 6.525212e-04 1.210156e-03 2.069119e-03 3.257435e-03 4.718411e-03
[19,] 3.832013e-04 7.186902e-04 1.257611e-03 2.043494e-03 3.072718e-03
[20,] 2.572763e-04 4.568769e-04 7.748303e-04 1.246564e-03 1.888539e-03
[21,] 2.403013e-04 3.866731e-04 5.952092e-04 8.809881e-04 1.254769e-03
[22,] 2.902183e-04 4.480393e-04 6.450824e-04 8.734758e-04 1.122956e-03
[23,] 3.651945e-04 5.751420e-04 8.322204e-04 1.110020e-03 1.371332e-03
[24,] 4.277283e-04 7.033769e-04 1.057961e-03 1.456674e-03 1.838456e-03
[25,] 4.509019e-04 7.786413e-04 1.228981e-03 1.772854e-03 2.337765e-03
[26,] 4.257429e-04 7.713222e-04 1.278867e-03 1.938771e-03 2.686189e-03
[27,] 3.640317e-04 6.866546e-04 1.191045e-03 1.894223e-03 2.757368e-03
[28,] 2.930190e-04 5.621868e-04 1.005687e-03 1.663852e-03 2.532710e-03
[29,] 2.442570e-04 4.519265e-04 8.026406e-04 1.347471e-03 2.112117e-03
[30,] 2.419143e-04 4.053729e-04 6.690609e-04 1.078369e-03 1.672131e-03
[31,] 2.944980e-04 4.502720e-04 6.676793e-04 9.722094e-04 1.394939e-03
[32,] 3.913455e-04 5.831500e-04 8.161181e-04 1.087893e-03 1.403477e-03
[33,] 5.048561e-04 7.689061e-04 1.080204e-03 1.408916e-03 1.723066e-03
[34,] 5.996252e-04 9.513475e-04 1.383250e-03 1.847193e-03 2.273995e-03
[35,] 6.467373e-04 1.074458e-03 1.633132e-03 2.272309e-03 2.897385e-03
[36,] 6.363152e-04 1.106383e-03 1.760348e-03 2.562912e-03 3.414901e-03
[37,] 5.800385e-04 1.051789e-03 1.747313e-03 2.658542e-03 3.703770e-03
[38,] 5.015397e-04 9.433948e-04 1.628578e-03 2.579037e-03 3.745054e-03
[39,] 4.218116e-04 8.187305e-04 1.460963e-03 2.395837e-03 3.609263e-03
[40,] 3.501407e-04 6.996338e-04 1.286457e-03 2.176672e-03 3.388389e-03
[41,] 2.853712e-04 5.881306e-04 1.115325e-03 1.946841e-03 3.128588e-03
[42,] 2.234962e-04 4.773169e-04 9.372995e-04 1.693309e-03 2.815797e-03
[43,] 1.639317e-04 3.646064e-04 7.449265e-04 1.399055e-03 2.417043e-03
[44,] 1.102859e-04 2.564286e-04 5.472358e-04 1.072656e-03 1.932634e-03
[45,] 6.711610e-05 1.635516e-04 3.655500e-04 7.499132e-04 1.413110e-03
[46,] 3.664511e-05 9.373472e-05 2.197911e-04 4.727563e-04 9.334712e-04
[47,] 1.786869e-05 4.802217e-05 1.182553e-04 2.669947e-04 5.530841e-04
[48,] 7.761937e-06 2.192990e-05 5.675025e-05 1.345915e-04 2.927328e-04
[49,] 2.999577e-06 8.912689e-06 2.424817e-05 6.043734e-05 1.380874e-04
[50,] 1.030483e-06 3.220971e-06 9.215682e-06 2.414789e-05 5.798139e-05
              [,6]         [,7]         [,8]         [,9]       [,10]
 [1,] 0.0050019743 0.0062234525 0.0072207388 0.0078324853 0.007969908
 [2,] 0.0065297409 0.0084063139 0.0101025429 0.0113492867 0.011948996
 [3,] 0.0077499305 0.0102736088 0.0127481730 0.0148059098 0.016116852
 [4,] 0.0084458865 0.0114463099 0.0145874644 0.0174532988 0.019602459
 [5,] 0.0085610208 0.0117518341 0.0152635018 0.0187042872 0.021590388
 [6,] 0.0081928448 0.0112730079 0.0147764835 0.0183935466 0.021685054
 [7,] 0.0075254997 0.0102679645 0.0134349216 0.0168140654 0.020071700
 [8,] 0.0067751454 0.0090509943 0.0116799082 0.0145260714 0.017371895
 [9,] 0.0061818942 0.0079308678 0.0099340363 0.0121070670 0.014324540
[10,] 0.0060021490 0.0072062977 0.0085554062 0.0100147558 0.011529863
[11,] 0.0064343382 0.0071346676 0.0078386782 0.0085797587 0.009378917
[12,] 0.0074829094 0.0078201262 0.0079594029 0.0080123882 0.008095139
[13,] 0.0088597841 0.0090806375 0.0088508796 0.0083345315 0.007744959
[14,] 0.0100374577 0.0104271901 0.0101250973 0.0092843539 0.008176829
[15,] 0.0104706452 0.0112343162 0.0111628248 0.0103269575 0.008983733
[16,] 0.0098666105 0.0110331579 0.0113757559 0.0108423618 0.009601306
[17,] 0.0083291995 0.0097449873 0.0104924791 0.0104091164 0.009537777
[18,] 0.0062862335 0.0077023223 0.0086806224 0.0090026712 0.008601072
[19,] 0.0042655090 0.0054582997 0.0064326263 0.0069787771 0.006970661
[20,] 0.0026763271 0.0035288041 0.0043120014 0.0048698888 0.005074865
[21,] 0.0017131708 0.0022267894 0.0027335739 0.0031458532 0.003373753
[22,] 0.0013832563 0.0016429303 0.0018844207 0.0020796043 0.002191856
[23,] 0.0015798479 0.0017123788 0.0017644387 0.0017460594 0.001671573
[24,] 0.0021314698 0.0022776619 0.0022545411 0.0020821017 0.001811231
[25,] 0.0028192299 0.0031119124 0.0031484620 0.0029262972 0.002507356
[26,] 0.0034007664 0.0039342640 0.0041601137 0.0040227725 0.003560527
[27,] 0.0036701887 0.0044645446 0.0049619162 0.0050382546 0.004674326
[28,] 0.0035359157 0.0045190990 0.0052816004 0.0056413152 0.005505050
[29,] 0.0030646786 0.0040937199 0.0050170206 0.0056298214 0.005777750
[30,] 0.0024557187 0.0033723183 0.0042911981 0.0050300500 0.005411793
[31,] 0.0019579099 0.0026497924 0.0034036399 0.0040946764 0.004569843
[32,] 0.0017757515 0.0022145094 0.0027061350 0.0031962970 0.003591736
[33,] 0.0020029277 0.0022485331 0.0024725279 0.0026808052 0.002854327
[34,] 0.0025964119 0.0027755170 0.0028148637 0.0027525830 0.002635947
[35,] 0.0033924035 0.0036600254 0.0036599078 0.0034238716 0.003038592
[36,] 0.0041661825 0.0046586314 0.0047840696 0.0045285026 0.003977949
[37,] 0.0047241936 0.0055175572 0.0059037995 0.0057951089 0.005234208
[38,] 0.0049848567 0.0060803900 0.0067964049 0.0069644149 0.006552500
[39,] 0.0049927505 0.0063394452 0.0073864190 0.0078977672 0.007755700
[40,] 0.0048516222 0.0063876586 0.0077309591 0.0086003401 0.008798036
[41,] 0.0046290434 0.0063059159 0.0079082465 0.0091300053 0.009706285
[42,] 0.0043117468 0.0060817024 0.0079032739 0.0094639799 0.010446462
[43,] 0.0038436039 0.0056291445 0.0075962980 0.0094491789 0.010839567
[44,] 0.0032030729 0.0048867858 0.0068675981 0.0088954665 0.010625824
[45,] 0.0024478396 0.0039009896 0.0057237796 0.0077378080 0.009644337
[46,] 0.0016933287 0.0028243025 0.0043347518 0.0061269288 0.007981272
[47,] 0.0010520020 0.0018387783 0.0029559031 0.0043737938 0.005961850
[48,] 0.0005843114 0.0010712181 0.0018052217 0.0027987747 0.003995316
[49,] 0.0002894165 0.0005568533 0.0009843666 0.0016000603 0.002393575
[50,] 0.0001276544 0.0002578886 0.0004784274 0.0008157287 0.001279352
            [,11]       [,12]        [,13]        [,14]        [,15]
 [1,] 0.007635172 0.006908064 0.0059140136 0.0047911893 0.0036667260
 [2,] 0.011828781 0.011046566 0.0097564991 0.0081584041 0.0064540796
 [3,] 0.016484259 0.015890219 0.0144776474 0.0124902887 0.0102060655
 [4,] 0.020694536 0.020584547 0.0193445739 0.0172151610 0.0145239187
 [5,] 0.023472302 0.024064429 0.0233170194 0.0214037077 0.0186466110
 [6,] 0.024176091 0.025486172 0.0254367885 0.0240862805 0.0216858908
 [7,] 0.022800323 0.024614566 0.0252590527 0.0246762043 0.0230036482
 [8,] 0.019932866 0.021906860 0.0230490852 0.0232397889 0.0225093539
 [9,] 0.016427439 0.018240882 0.0196069152 0.0204234726 0.0206681082
[10,] 0.013041015 0.014494620 0.0158506515 0.0170879805 0.0182040162
[11,] 0.010258664 0.011260262 0.0124500946 0.0139095227 0.0157100175
[12,] 0.008320349 0.008810628 0.0097138912 0.0112004698 0.0134328277
[13,] 0.007300717 0.007213088 0.0076992091 0.0089945390 0.0113384109
[14,] 0.007118631 0.006417591 0.0063622887 0.0072379694 0.0093347324
[15,] 0.007497655 0.006254705 0.0056131720 0.0059016207 0.0074380388
[16,] 0.007989089 0.006416494 0.0052868094 0.0049616243 0.0057704703
[17,] 0.008118604 0.006516899 0.0051315965 0.0043322249 0.0044445697
[18,] 0.007591087 0.006237305 0.0048785759 0.0038544697 0.0034674080
[19,] 0.006417155 0.005465149 0.0043560991 0.0033632269 0.0027431877
[20,] 0.004876698 0.004326105 0.0035620488 0.0027722475 0.0021502416
[21,] 0.003357532 0.003093712 0.0026415097 0.0021070777 0.0016158774
[22,] 0.002187198 0.002050228 0.0017958529 0.0014697269 0.0011375592
[23,] 0.001551168 0.001389882 0.0011933150 0.0009743994 0.0007558104
[24,] 0.001501102 0.001198670 0.0009297817 0.0007024958 0.0005163261
[25,] 0.001991216 0.001477096 0.0010343213 0.0006924409 0.0004491538
[26,] 0.002888805 0.002153706 0.0014811074 0.0009451532 0.0005646775
[27,] 0.003963698 0.003073804 0.0021821215 0.0014204792 0.0008502634
[28,] 0.004907473 0.003996575 0.0029739952 0.0020230296 0.0012589989
[29,] 0.005419467 0.004644579 0.0036365134 0.0026014839 0.0017010961
[30,] 0.005332882 0.004807505 0.0039624824 0.0029858259 0.0020577910
[31,] 0.004702229 0.004444447 0.0038510886 0.0030570321 0.0022243603
[32,] 0.003788210 0.003713954 0.0033647298 0.0028093228 0.0021622798
[33,] 0.002947561 0.002908328 0.0027078480 0.0023613706 0.0019259292
[34,] 0.002495315 0.002334386 0.0021409305 0.0019071711 0.0016436252
[35,] 0.002606433 0.002207594 0.0018826513 0.0016383282 0.0014646549
[36,] 0.003282593 0.002600009 0.0020473072 0.0016811251 0.0015043458
[37,] 0.004379544 0.003445907 0.0026325386 0.0020718536 0.0018131891
[38,] 0.005683922 0.004594227 0.0035501015 0.0027699499 0.0023766583
[39,] 0.007014768 0.005890102 0.0046856125 0.0036982560 0.0031395783
[40,] 0.008292840 0.007245186 0.0059603636 0.0047927265 0.0040438736
[41,] 0.009515366 0.008638879 0.0073492181 0.0060291207 0.0050593133
[42,] 0.010639681 0.010028821 0.0088207636 0.0073914064 0.0061773740
[43,] 0.011476412 0.011237278 0.0102317670 0.0087861149 0.0073541973
[44,] 0.011713962 0.011934649 0.0112772788 0.0099727723 0.0084384213
[45,] 0.011090688 0.011779836 0.0115822754 0.0106012068 0.0091605195
[46,] 0.009588990 0.010634809 0.0109043614 0.0103723722 0.0092318525
[47,] 0.007491916 0.008686516 0.0093029770 0.0092227693 0.0085075636
[48,] 0.005255676 0.006375941 0.0071399427 0.0073911163 0.0070949640
[49,] 0.003297987 0.004188805 0.0049082989 0.0053117755 0.0053195486
[50,] 0.001847212 0.002457434 0.0030146478 0.0034132756 0.0035716759
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 0.0026422777 0.0017855234 1.126643e-03 0.0006612144 3.597790e-04
 [2,] 0.0048185199 0.0033826765 2.223728e-03 0.0013635129 7.772666e-04
 [3,] 0.0078867315 0.0057465315 3.933351e-03 0.0025196260 1.505857e-03
 [4,] 0.0116108931 0.0087776436 6.256177e-03 0.0041905011 2.631215e-03
 [5,] 0.0154257375 0.0121073962 8.998648e-03 0.0063193793 4.187198e-03
 [6,] 0.0185932825 0.0151886433 1.181619e-02 0.0087486110 6.165360e-03
 [7,] 0.0205134613 0.0175331098 1.438221e-02 0.0113341528 8.594253e-03
 [8,] 0.0210107901 0.0189616377 1.658879e-02 0.0140954167 1.164773e-02
 [9,] 0.0203900860 0.0196756464 1.860963e-02 0.0172556977 1.566049e-02
[10,] 0.0192014706 0.0200620420 2.072047e-02 0.0210587242 2.093124e-02
[11,] 0.0178778374 0.0203545870 2.296629e-02 0.0254196408 2.734098e-02
[12,] 0.0165119557 0.0204135601 2.493317e-02 0.0296637827 3.402862e-02
[13,] 0.0149222942 0.0198097234 2.585138e-02 0.0326269908 3.944712e-02
[14,] 0.0129182471 0.0181553906 2.501206e-02 0.0331581337 4.192233e-02
[15,] 0.0105295608 0.0154247791 2.221879e-02 0.0307386902 4.045466e-02
[16,] 0.0080289095 0.0120246157 1.795148e-02 0.0258026564 3.525953e-02
[17,] 0.0057680427 0.0085863125 1.313812e-02 0.0195401313 2.768245e-02
[18,] 0.0039847700 0.0056566068 8.715190e-03 0.0133352053 1.955754e-02
[19,] 0.0027205516 0.0034983215 5.270373e-03 0.0082117855 1.243765e-02
[20,] 0.0018703060 0.0020862095 2.942914e-03 0.0045827885 7.132753e-03
[21,] 0.0012890085 0.0012341609 1.550645e-03 0.0023389282 3.703578e-03
[22,] 0.0008704977 0.0007353422 7.939146e-04 0.0011095001 1.754536e-03
[23,] 0.0005671155 0.0004401124 4.067519e-04 0.0005016934 7.685904e-04
[24,] 0.0003703804 0.0002673128 2.143163e-04 0.0002241128 3.182119e-04
[25,] 0.0002860881 0.0001827610 1.244778e-04 0.0001052627 1.293141e-04
[26,] 0.0003199867 0.0001755267 9.728125e-05 0.0000614230 5.674655e-05
[27,] 0.0004701918 0.0002422554 1.184793e-04 0.0000582738 3.530193e-05
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[10,] 5.436555e-05 2.438342e-05 1.026973e-05 4.044855e-06 1.483875e-06
[11,] 1.602850e-04 7.595849e-05 3.379740e-05 1.405701e-05 5.442892e-06
[12,] 4.224502e-04 2.113638e-04 9.927264e-05 4.356771e-05 1.779219e-05
[13,] 9.961690e-04 5.257408e-04 2.604161e-04 1.204896e-04 5.185556e-05
[14,] 2.104207e-03 1.170203e-03 6.106630e-04 2.975763e-04 1.348437e-04
[15,] 3.988426e-03 2.334409e-03 1.281822e-03 6.571009e-04 3.131757e-04
[16,] 6.800967e-03 4.183137e-03 2.413332e-03 1.299618e-03 6.506297e-04
[17,] 1.047058e-02 6.755389e-03 4.087204e-03 2.308107e-03 1.211814e-03
[18,] 1.462979e-02 9.877187e-03 6.252434e-03 3.694373e-03 2.029966e-03
[19,] 1.868573e-02 1.316077e-02 8.690070e-03 5.357103e-03 3.072486e-03
[20,] 2.203507e-02 1.612619e-02 1.106397e-02 7.089671e-03 4.229583e-03
[21,] 2.431494e-02 1.839834e-02 1.305203e-02 8.652975e-03 5.345898e-03
[22,] 2.554333e-02 1.987081e-02 1.449299e-02 9.884737e-03 6.289454e-03
[23,] 2.607217e-02 2.074380e-02 1.546733e-02 1.078790e-02 7.025488e-03
[24,] 2.639161e-02 2.142089e-02 1.627011e-02 1.155137e-02 7.657327e-03
[25,] 2.689435e-02 2.232252e-02 1.729158e-02 1.249348e-02 8.414623e-03
[26,] 2.770836e-02 2.370136e-02 1.885841e-02 1.395167e-02 9.593122e-03
[27,] 2.866227e-02 2.553506e-02 2.109826e-02 1.615906e-02 1.146621e-02
[28,] 2.938565e-02 2.753665e-02 2.387997e-02 1.915230e-02 1.419650e-02
[29,] 2.948382e-02 2.926969e-02 2.684997e-02 2.274310e-02 1.777535e-02
[30,] 2.869643e-02 3.030484e-02 2.953893e-02 2.655573e-02 2.200353e-02
[31,] 2.697823e-02 3.034771e-02 3.148539e-02 3.010346e-02 2.650595e-02
[32,] 2.450694e-02 2.931179e-02 3.234135e-02 3.287854e-02 3.076996e-02
[33,] 2.166624e-02 2.735883e-02 3.196487e-02 3.445918e-02 3.421908e-02
[34,] 1.903271e-02 2.492945e-02 3.051374e-02 3.464916e-02 3.635080e-02
[35,] 1.733802e-02 2.273747e-02 2.851151e-02 3.362609e-02 3.693558e-02
[36,] 1.734239e-02 2.165831e-02 2.680216e-02 3.200604e-02 3.619575e-02
[37,] 1.958572e-02 2.246402e-02 2.631670e-02 3.070855e-02 3.482091e-02
[38,] 2.407515e-02 2.545691e-02 2.767470e-02 3.058954e-02 3.371674e-02
[39,] 3.006486e-02 3.017145e-02 3.079031e-02 3.197702e-02 3.354575e-02
[40,] 3.610644e-02 3.535324e-02 3.472975e-02 3.437828e-02 3.430625e-02
[41,] 4.044498e-02 3.931717e-02 3.797912e-02 3.659120e-02 3.524293e-02
[42,] 4.164154e-02 4.057242e-02 3.904715e-02 3.722341e-02 3.520305e-02
[43,] 3.913601e-02 3.841796e-02 3.710252e-02 3.534845e-02 3.324930e-02
[44,] 3.345577e-02 3.320005e-02 3.230321e-02 3.092439e-02 2.915389e-02
[45,] 2.595725e-02 2.610877e-02 2.566039e-02 2.475584e-02 2.348598e-02
[46,] 1.824984e-02 1.864925e-02 1.855464e-02 1.807364e-02 1.729011e-02
[47,] 1.161490e-02 1.208193e-02 1.219393e-02 1.201239e-02 1.160192e-02
[48,] 6.690208e-03 7.091516e-03 7.274286e-03 7.259593e-03 7.086507e-03
[49,] 3.492954e-03 3.769513e-03 3.934935e-03 3.985205e-03 3.936779e-03
[50,] 1.661459e-03 1.816472e-03 1.929046e-03 1.985365e-03 1.987613e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.390846e-14 2.659275e-15 4.722458e-16 7.766940e-17 1.179950e-17
 [2,] 1.531451e-13 3.101178e-14 5.827391e-15 1.013257e-15 1.626140e-16
 [3,] 1.501582e-12 3.218855e-13 6.397263e-14 1.175511e-14 1.992226e-15
 [4,] 1.310922e-11 2.973352e-12 6.247267e-13 1.212660e-13 2.169600e-14
 [5,] 1.018936e-10 2.444116e-11 5.426571e-12 1.112308e-12 2.100177e-13
 [6,] 7.050678e-10 1.787723e-10 4.192527e-11 9.071222e-12 1.806977e-12
 [7,] 4.343171e-09 1.163480e-09 2.880860e-10 6.577271e-11 1.381845e-11
 [8,] 2.381579e-08 6.737337e-09 1.760580e-09 4.239936e-10 9.392330e-11
 [9,] 1.162554e-07 3.471313e-08 9.569362e-09 2.430044e-09 5.674185e-10
[10,] 5.052199e-07 1.591479e-07 4.626224e-08 1.238316e-08 3.046981e-09
[11,] 1.954921e-06 6.493260e-07 1.989454e-07 5.611166e-08 1.454486e-08
[12,] 6.736985e-06 2.358150e-06 7.611743e-07 2.261249e-07 6.172818e-08
[13,] 2.068528e-05 7.625618e-06 2.591823e-06 8.106395e-07 2.329626e-07
[14,] 5.662106e-05 2.196838e-05 7.857605e-06 2.586161e-06 7.820926e-07
[15,] 1.382949e-04 5.642564e-05 2.122394e-05 7.346439e-06 2.336723e-06
[16,] 3.018026e-04 1.293620e-04 5.112549e-05 1.859743e-05 6.217844e-06
[17,] 5.896142e-04 2.651628e-04 1.099878e-04 4.200610e-05 1.475040e-05
[18,] 1.034086e-03 4.871314e-04 2.117638e-04 8.480616e-05 3.124320e-05
[19,] 1.634715e-03 8.048832e-04 3.659967e-04 1.534369e-04 5.921887e-05
[20,] 2.342903e-03 1.202249e-03 5.703686e-04 2.497415e-04 1.007747e-04
[21,] 3.070296e-03 1.635716e-03 8.068097e-04 3.678117e-04 1.547404e-04
[22,] 3.725433e-03 2.050277e-03 1.046506e-03 4.945842e-04 2.160893e-04
[23,] 4.264837e-03 2.409450e-03 1.264884e-03 6.160926e-04 2.780113e-04
[24,] 4.734139e-03 2.726782e-03 1.461597e-03 7.282494e-04 3.368941e-04
[25,] 5.280112e-03 3.085159e-03 1.677692e-03 8.486179e-04 3.990374e-04
[26,] 6.128519e-03 3.636656e-03 2.004169e-03 1.025709e-03 4.874909e-04
[27,] 7.534501e-03 4.583123e-03 2.580129e-03 1.344202e-03 6.481438e-04
[28,] 9.719283e-03 6.142256e-03 3.581409e-03 1.926015e-03 9.551212e-04
[29,] 1.280970e-02 8.505904e-03 5.201132e-03 2.927132e-03 1.515534e-03
[30,] 1.679190e-02 1.179507e-02 7.621422e-03 4.527647e-03 2.471741e-03
[31,] 2.147906e-02 1.600967e-02 1.097026e-02 6.907375e-03 3.994700e-03
[32,] 2.649152e-02 2.097055e-02 1.525556e-02 1.019482e-02 6.256074e-03
[33,] 3.126760e-02 2.626985e-02 2.028216e-02 1.438371e-02 9.366263e-03
[34,] 3.514881e-02 3.127799e-02 2.559057e-02 1.923729e-02 1.328054e-02
[35,] 3.756872e-02 3.526474e-02 3.048496e-02 2.423757e-02 1.770797e-02
[36,] 3.830093e-02 3.764112e-02 3.420174e-02 2.865157e-02 2.208969e-02
[37,] 3.762767e-02 3.822647e-02 3.618769e-02 3.174313e-02 2.570846e-02
[38,] 3.626911e-02 3.736566e-02 3.634799e-02 3.305777e-02 2.792526e-02
[39,] 3.503009e-02 3.576221e-02 3.508459e-02 3.261595e-02 2.843590e-02
[40,] 3.433108e-02 3.407362e-02 3.305191e-02 3.086508e-02 2.738468e-02
[41,] 3.392889e-02 3.251785e-02 3.076457e-02 2.839534e-02 2.524241e-02
[42,] 3.304935e-02 3.077624e-02 2.833159e-02 2.561243e-02 2.252596e-02
[43,] 3.087155e-02 2.827600e-02 2.551169e-02 2.260408e-02 1.956327e-02
[44,] 2.704352e-02 2.464568e-02 2.202993e-02 1.927590e-02 1.646103e-02
[45,] 2.189472e-02 2.001380e-02 1.789288e-02 1.560764e-02 1.325029e-02
[46,] 1.624721e-02 1.496478e-02 1.346762e-02 1.180358e-02 1.004437e-02
[47,] 1.100340e-02 1.023387e-02 9.303843e-03 8.235393e-03 7.070279e-03
[48,] 6.787475e-03 6.378910e-03 5.866809e-03 5.258855e-03 4.573706e-03
[49,] 3.810010e-03 3.618458e-03 3.367482e-03 3.059587e-03 2.701079e-03
[50,] 1.945191e-03 1.866908e-03 1.757414e-03 1.618181e-03 1.450823e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.651989e-18 2.127332e-19 2.515695e-20 2.728481e-21 2.711378e-22
 [2,] 2.403475e-17 3.265670e-18 4.073014e-19 4.657564e-20 4.878677e-21
 [3,] 3.107653e-16 4.454179e-17 5.858015e-18 7.061687e-19 7.796050e-20
 [4,] 3.570807e-15 5.397683e-16 7.484316e-17 9.509642e-18 1.106382e-18
 [5,] 3.646039e-14 5.811339e-15 8.493948e-16 1.137411e-16 1.394400e-17
 [6,] 3.308170e-13 5.558646e-14 8.562904e-15 1.208285e-15 1.560717e-16
 [7,] 2.667222e-12 4.723696e-13 7.668055e-14 1.140040e-14 1.551374e-15
 [8,] 1.910888e-11 3.566293e-12 6.099655e-13 9.553748e-14 1.369524e-14
 [9,] 1.216538e-10 2.392130e-11 4.310149e-12 7.111176e-13 1.073727e-13
[10,] 6.882556e-10 1.425617e-10 2.705592e-11 4.701514e-12 7.476574e-13
[11,] 3.460515e-09 7.549205e-10 1.508836e-10 2.761125e-11 4.623986e-12
[12,] 1.546504e-08 3.552427e-09 7.476023e-10 1.440524e-10 2.540182e-11
[13,] 6.144160e-08 1.485747e-08 3.291609e-09 6.677172e-10 1.239628e-10
[14,] 2.170672e-07 5.524097e-08 1.288072e-08 2.750262e-09 5.374733e-10
[15,] 6.822160e-07 1.826513e-07 4.481173e-08 1.006862e-08 2.070856e-09
[16,] 1.908554e-06 5.373380e-07 1.386583e-07 3.277438e-08 7.092489e-09
[17,] 4.756860e-06 1.407517e-06 3.818293e-07 9.490533e-08 2.160182e-08
[18,] 1.057607e-05 3.286312e-06 9.366020e-07 2.446624e-07 5.854626e-08
[19,] 2.101530e-05 6.850216e-06 2.049199e-06 5.621489e-07 1.413293e-07
[20,] 3.742618e-05 1.277836e-05 4.007096e-06 1.153124e-06 3.043009e-07
[21,] 5.999420e-05 2.140968e-05 7.024836e-06 2.117256e-06 5.856802e-07
[22,] 8.715544e-05 3.240761e-05 1.109594e-05 3.494378e-06 1.011206e-06
[23,] 1.160581e-04 4.475910e-05 1.592598e-05 5.221682e-06 1.575785e-06
[24,] 1.445203e-04 5.741532e-05 2.109698e-05 7.160410e-06 2.241953e-06
[25,] 1.743043e-04 7.066935e-05 2.656802e-05 9.251575e-06 2.980461e-06
[26,] 2.151560e-04 8.817571e-05 3.354755e-05 1.184461e-05 3.878573e-06
[27,] 2.893128e-04 1.195940e-04 4.580158e-05 1.625789e-05 5.350699e-06
[28,] 4.367517e-04 1.841822e-04 7.165245e-05 2.572690e-05 8.530558e-06
[29,] 7.216505e-04 3.159618e-04 1.271895e-04 4.707567e-05 1.602316e-05
[30,] 1.239505e-03 5.707676e-04 2.412773e-04 9.361207e-05 3.333108e-05
[31,] 2.121114e-03 1.033726e-03 4.622526e-04 1.896161e-04 7.133446e-05
[32,] 3.524110e-03 1.821762e-03 8.639933e-04 3.758372e-04 1.499219e-04
[33,] 5.598370e-03 3.070670e-03 1.545147e-03 7.131338e-04 3.018173e-04
[34,] 8.416411e-03 4.894833e-03 2.611731e-03 1.278180e-03 5.736305e-04
[35,] 1.188105e-02 7.317210e-03 4.135052e-03 2.143528e-03 1.019007e-03
[36,] 1.565528e-02 1.019083e-02 6.089471e-03 3.338695e-03 1.678981e-03
[37,] 1.917948e-02 1.316037e-02 8.296858e-03 4.802291e-03 2.550532e-03
[38,] 2.181609e-02 1.571721e-02 1.042227e-02 6.352790e-03 3.556116e-03
[39,] 2.308240e-02 1.735905e-02 1.205438e-02 7.711506e-03 4.537455e-03
[40,] 2.284689e-02 1.778781e-02 1.285423e-02 8.589153e-03 5.292699e-03
[41,] 2.135635e-02 1.702699e-02 1.269514e-02 8.801489e-03 5.650623e-03
[42,] 1.906910e-02 1.537666e-02 1.170344e-02 8.345564e-03 5.543444e-03
[43,] 1.641592e-02 1.323968e-02 1.017253e-02 7.385495e-03 5.031520e-03
[44,] 1.365878e-02 1.094717e-02 8.415887e-03 6.160637e-03 4.264025e-03
[45,] 1.091586e-02 8.693225e-03 6.660953e-03 4.883636e-03 3.406041e-03
[46,] 8.274976e-03 6.580197e-03 5.033621e-03 3.690111e-03 2.581531e-03
[47,] 5.866785e-03 4.690066e-03 3.601139e-03 2.647680e-03 1.858316e-03
[48,] 3.843131e-03 3.107891e-03 2.410459e-03 1.787434e-03 1.263702e-03
[49,] 2.305776e-03 1.894625e-03 1.492314e-03 1.122617e-03 8.040177e-04
[50,] 1.260044e-03 1.054671e-03 8.467086e-04 6.491625e-04 4.735014e-04

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,z)
> (r<-lm(z ~ x))

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
     2575.2        428.1  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/189gb1257333010.ps tmp/189gb1257333010.png")
> system("convert tmp/29nvn1257333010.ps tmp/29nvn1257333010.png")
> system("convert tmp/3jsjm1257333010.ps tmp/3jsjm1257333010.png")
> system("convert tmp/4vuub1257333010.ps tmp/4vuub1257333010.png")
> system("convert tmp/5sr101257333010.ps tmp/5sr101257333010.png")
> system("convert tmp/6fbll1257333010.ps tmp/6fbll1257333010.png")
> system("convert tmp/7jvew1257333010.ps tmp/7jvew1257333010.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.974   1.956   3.508